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Design, operation and strengthening of health practitioner regulation systems: review protocol ...
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Auditory Processing and Reading Disability: A Systematic Review and Meta-Analysis ...
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Systematic Review and Meta-Analysis of Dialectical Behavior Therapy (DBT) with Youth ...
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Lexicon-Based vs. Bert-Based Sentiment Analysis: A Comparative Study in Italian
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In: Electronics; Volume 11; Issue 3; Pages: 374 (2022)
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What Is Going on with Visual Attention in Reading and Dyslexia? A Critical Review of Recent Studies
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In: Brain Sciences; Volume 12; Issue 1; Pages: 87 (2022)
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| 6 |
LGBTQI + Migrants: A Systematic Review and Conceptual Framework of Health, Safety and Wellbeing during Migration
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In: International Journal of Environmental Research and Public Health; Volume 19; Issue 2; Pages: 869 (2022)
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| 7 |
An Evolution Gaining Momentum—The Growing Role of Artificial Intelligence in the Diagnosis and Treatment of Spinal Diseases
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In: Diagnostics; Volume 12; Issue 4; Pages: 836 (2022)
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| 8 |
A Systematic Review of Artificial Intelligence Applications Used for Inherited Retinal Disease Management
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In: Medicina; Volume 58; Issue 4; Pages: 504 (2022)
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| 9 |
An Abductive Analysis of Debates on the Impact of the Sharing Economy: A Systematic Review in a Sustainable Framework
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In: Sustainability; Volume 14; Issue 7; Pages: 3996 (2022)
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| 10 |
Automatic Speech Recognition (ASR) Systems for Children: A Systematic Literature Review
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In: Applied Sciences; Volume 12; Issue 9; Pages: 4419 (2022)
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Abstract:
Automatic speech recognition (ASR) is one of the ways used to transform acoustic speech signals into text. Over the last few decades, an enormous amount of research work has been done in the research area of speech recognition (SR). However, most studies have focused on building ASR systems based on adult speech. The recognition of children’s speech was neglected for some time, which means that the field of children’s SR research is wide open. Children’s SR is a challenging task due to the large variations in children’s articulatory, acoustic, physical, and linguistic characteristics compared to adult speech. Thus, the field became a very attractive area of research and it is important to understand where the main center of attention is, and what are the most widely used methods for extracting acoustic features, various acoustic models, speech datasets, the SR toolkits used during the recognition process, and so on. ASR systems or interfaces are extensively used and integrated into various real-life applications, such as search engines, the healthcare industry, biometric analysis, car systems, the military, aids for people with disabilities, and mobile devices. A systematic literature review (SLR) is presented in this work by extracting the relevant information from 76 research papers published from 2009 to 2020 in the field of ASR for children. The objective of this review is to throw light on the trends of research in children’s speech recognition and analyze the potential of trending techniques to recognize children’s speech.
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Keyword:
acoustic model; automatic speech recognition; children’s speech recognition; MFCC; systematic literature review (SLR)
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URL: https://doi.org/10.3390/app12094419
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| 11 |
Teachers’ Attitudes toward Autism Spectrum Disorder: A Systematic Review
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In: Education Sciences; Volume 12; Issue 2; Pages: 138 (2022)
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| 12 |
The use of telepractice to administer norm referenced communication and cognition assessments in children with hearing impairment: A rapid review ...
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| 14 |
Patient-Reported Outcomes in Rheumatoid Arthritis: A Key Consideration for Evaluating Biosimilar Uptake?
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In: Patient Relat Outcome Meas (2022)
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| 15 |
Measuring public opinion and acceptability of prevention policies: an integrative review and narrative synthesis of methods
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In: Health Res Policy Syst (2022)
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| 16 |
LGBTQI + Migrants: A Systematic Review and Conceptual Framework of Health, Safety and Wellbeing during Migration
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In: Int J Environ Res Public Health (2022)
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| 17 |
Effects of CPAP on Language Recovery in Post-Stroke Aphasia: A Review of Recent Literature
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In: Brain Sci (2022)
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| 18 |
Development of a standard of care for patients with valosin-containing protein associated multisystem proteinopathy
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In: Orphanet J Rare Dis (2022)
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| 19 |
Digital Assessment Tools Using Animation Features to Quantify Alcohol Consumption: Systematic App Store and Literature Review
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In: J Med Internet Res (2022)
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| 20 |
Language skills differences between adults without formal education and low formal education
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In: Psicol Reflex Crit (2022)
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